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scientific process
provides an objective set of rules for gathering, evaluating, and reporting information
knowing through intuition and anecdotes
what one considers likely based on feeling and or limited experience
knowing through authority
accepting something is true because someone says so
empiricism
knowledge is based on careful observations, no hunches or assumptions
data
scientists make observations and collect data. they determine how these data fit with what we think and what we know about the world
public verification
scientists are skeptical of each other
scientist check up on each other (peer review)
solvable problems
science can only address problems that are answerable given our current technology
falsifiable ideas
description of behavior
careful observation
precise description- numerical value
determine if there’s a relationship between events
prediction of behavior
when will the behavior occur
determination of causes
what triggers the behavior
explain behavior
underlying causes of behavior
basic research
aims to answer a fundamental question
applied research
aims to address practical issues or problems in the real world
research questions
basis for most research, a starting point
hypothesis
tentative answer to research question
specific prediction about the outcome of study
abstract
summary of research report, 150-200 words
includes hypothesis, procedure, and results
introduction
outlines the problem being investigated, the significance
discusses past research and theories relevant to the problems
formal hypotheses or specific expectation are introduced and connect to past research
methods
overview of design
procedure, with enough detail that it can be replicated
equipment or testing materials
data analysis
results
findings presented
discussion section
whether hypotheses were supported
how results compare to past results
may include suggestions for practical applications
suggestions for future research on the topic
present limitations and/or strengths
theories
structured frameworks that explain behavior and guide how researchers design studies, form predictions, and test ideas
past research
relies on archival materials, original writings, and artifacts to understand how psychological concepts and methods developed over time.
May raise more questions than they answered
peer review
the evaluation of scholarly work or research by independent experts in the same field before it is published
Tuskegee Syphilis study
african american men were told that they were being treated for bad blood instead of syphilis to see the progression of untreated syphilis
miligram’s obedience experiment
participants were told to delivered shocks to see the effects of punishment on learning
if participants wanted to quit the experimented said the could but urged them on
studied the phenomenon of obedience to an authority figure
Nuremberg code (19470
set of 10 ethical principles that guide legal and safe medical research on human subjects
developed in responses to the cruel and deadly human experiments performed by Nazi physicians in concentration camps
declaration of helsinki
broader application of Nuremberg code and related principles
includes a requirement that journal editors confirm that research published in the journal conformed to the declaration
belmont report
ethical principles and guidelines for the protection of human subjects of research
beneficence, respect, justice
beneficence
benefits should outweigh the potential risks
respect for persons
informed consent
deception- active misrepresentation. Could full knowledge affect the study?
debriefing- research must explain any deception and discuss potential effects of participation
Justice
fairness and equity in distribution of benefits and risks
IRB
composed of 5 people, one outside of institution
review the proposed research
assess for physical harm, stress and distress, confidentiality and privacy
either approve the application to conduct research or requests changes
IACUC
oversees nonhuman animal research
AU has one
must have a scientist, veterinarian, and a community member
scientific misconduct
plagiarism- using someone else’s work as your own
fraud- forging or making up data
operational definition
defines a concept by precisely specifying how the concept is measure in a particular study
allows us to study abstract and complex concepts
communicate about said concepts with precision an dconfidence
construct validity
how well does you defined variable represent the world
internal validity
how well are you able to draw conclusions from the results of your study
external validity
the extent of which your results can be generalized
nonexperimental method
observe variables as they occur naturally
variables of interest are measured
helps us describe relationship between variables and make predictions
correlation does not mean causation
experimental method
one or more variables are manipulated an one or more variables are measured
dependent variable
the manipulated variable
independent variable
the variable that is measured
confounding variables
an outside factor in a study that affects both variables, creating a false or distorted impression of the true link
experimental control
keeping variables constant across different levels of our independent variable
randomization
keeping variables evenly distributed across the different levels of our independent variable
reliability
consistency of a measure
the likelihood that you’ll get the same result each time you measure
Reactivity
awareness of being measure can change behavior
observation can cause anxiety, desire to please, etc
approaches to control reactivity include concealment or adaptation
true score
what the score would be if the test were a perfect measure of the attribute being tested
measurement error
deviations from a perfect measure of the attribute being tested due to extraneous factors
test-retest reliability
if we measure the behavior twice or more in the same person at different times, will we get a similar score?
internal consistency/ inter-item reliability
the degree to which different items yield consistent results is the measure of internal consistency
psychological measures are often made up of a lot of different questions (items) that are meant to measure the same variable
inter-rater reliability
the degree to which measure by multiple researchers are correlated
nominal scales
no quantitative properties, just categories, we can assign numbers but they are just labels
ordinal scales
similar to nominal but involved rank ordering
tells us relative order, but says nothing of the quantitative difference between levels
interval scale
the distance between levels is meaningful
there is no true 0 that indicates the absence of what is being measured
no true zero means we cant determine the ration of one number to another
ratio scale
there is a true zero indicating the absence of what is being measured
because there is a true 0, makes sense to determine ratios
face validity
measure appears to measure what its supposed to
content validity
degree to which measure includes content that is relevant to all aspects of a topic
predictive validity
measure can help predict future behavior
convergent validity
degree to which the measure is consistent with other measures that use different operation definitions
discriminant validity
scores on a measure are not related to other variables